Pandas Profiling Report

Dataset statistics

Number of variables	17
Number of observations	171
Missing cells	458
Missing cells (%)	15.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	22.8 KiB
Average record size in memory	136.7 B

Variable types

Numeric	5
Text	7
Categorical	4
Unsupported	1

Alerts

`airdate` has constant value ""	Constant
`id_embedded` is highly overall correlated with `season`	High correlation
`season` is highly overall correlated with `id_embedded`	High correlation
`number` is highly overall correlated with `type` and 2 other fields	High correlation
`runtime` is highly overall correlated with `type`	High correlation
`type` is highly overall correlated with `number` and 1 other fields	High correlation
`airtime` is highly overall correlated with `number` and 1 other fields	High correlation
`airstamp` is highly overall correlated with `number` and 1 other fields	High correlation
`type` is highly imbalanced (93.5%)	Imbalance
`airtime` is highly imbalanced (61.6%)	Imbalance
`number` has 2 (1.2%) missing values	Missing
`runtime` has 11 (6.4%) missing values	Missing
`rating_average` has 171 (100.0%) missing values	Missing
`medium` has 91 (53.2%) missing values	Missing
`original` has 91 (53.2%) missing values	Missing
`summary` has 92 (53.8%) missing values	Missing
`id` has unique values	Unique
`url` has unique values	Unique
`_links_self` has unique values	Unique
`rating_average` is an unsupported type, check if it needs cleaning or further analysis	Unsupported

Reproduction

Analysis started	2023-08-05 21:18:45.350351
Analysis finished	2023-08-05 21:18:49.317221
Duration	3.97 seconds
Software version	ydata-profiling vv4.4.0
Download configuration	config.json

id
Real number (ℝ)

UNIQUE

Distinct	171
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2444653.7

Minimum	2323161
Maximum	2603381
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	2323161
5-th percentile	2400189
Q1	2427729
median	2438318
Q3	2452719.5
95-th percentile	2517978.5
Maximum	2603381
Range	280220
Interquartile range (IQR)	24990.5

Descriptive statistics

Standard deviation	38178.061
Coefficient of variation (CV)	0.01561696
Kurtosis	4.8623154
Mean	2444653.7
Median Absolute Deviation (MAD)	14399
Skewness	1.3728024
Sum	4.1803579 × 10⁸
Variance	1.4575643 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2450906	1	0.6%
2442731	1	0.6%
2454076	1	0.6%
2454077	1	0.6%
2442332	1	0.6%
2440940	1	0.6%
2442203	1	0.6%
2441097	1	0.6%
2489442	1	0.6%
2438066	1	0.6%
Other values (161)	161	94.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2323161	1	0.6%
2327473	1	0.6%
2372672	1	0.6%
2372683	1	0.6%
2393535	1	0.6%
2395103	1	0.6%
2397824	1	0.6%
2399082	1	0.6%
2399220	1	0.6%
2401158	1	0.6%

Value	Count	Frequency (%)
2603381	1	0.6%
2577817	1	0.6%
2573107	1	0.6%
2572524	1	0.6%
2568631	1	0.6%
2568630	1	0.6%
2550682	1	0.6%
2519147	1	0.6%
2517979	1	0.6%
2517978	1	0.6%

id_embedded
Real number (ℝ)

HIGH CORRELATION

Distinct	110
Distinct (%)	64.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	56436.889

Minimum	81
Maximum	69351
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	81
5-th percentile	19670.5
Q1	54367.5
median	63480
Q3	65365
95-th percentile	67431
Maximum	69351
Range	69270
Interquartile range (IQR)	10997.5

Descriptive statistics

Standard deviation	15217.481
Coefficient of variation (CV)	0.26963713
Kurtosis	3.0606066
Mean	56436.889
Median Absolute Deviation (MAD)	2670
Skewness	-1.9347318
Sum	9650708
Variance	2.3157173 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
64860	8	4.7%
61880	7	4.1%
65188	6	3.5%
65365	6	3.5%
60736	6	3.5%
66150	5	2.9%
66583	5	2.9%
65911	4	2.3%
62166	3	1.8%
47633	3	1.8%
Other values (100)	118	69.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
81	1	0.6%
4175	1	0.6%
6220	1	0.6%
6441	1	0.6%
13215	1	0.6%
13818	2	1.2%
16753	1	0.6%
17046	1	0.6%
22295	1	0.6%
24727	1	0.6%

Value	Count	Frequency (%)
69351	1	0.6%
69238	2	1.2%
68784	1	0.6%
68144	1	0.6%
67907	1	0.6%
67883	2	1.2%
67694	1	0.6%
67168	3	1.8%
67082	1	0.6%
66583	5	2.9%

url
Text

UNIQUE

Distinct	171
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Length

Max length	146
Median length	103
Mean length	79.081871
Min length	59

Characters and Unicode

Total characters	13523
Distinct characters	40
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	171 ?
Unique (%)	100.0%

Sample

1st row	https://www.tvmaze.com/episodes/2450906/hocu-vse-znat-2x87-seria-87
2nd row	https://www.tvmaze.com/episodes/2450907/hocu-vse-znat-2x88-seria-88
3rd row	https://www.tvmaze.com/episodes/2438114/restoran-po-ponatiam-2x05-seria-15
4th row	https://www.tvmaze.com/episodes/2438115/restoran-po-ponatiam-2x06-seria-16
5th row	https://www.tvmaze.com/episodes/2413779/alisa-ne-mozet-zdat-1x08-8-seria

Value	Count	Frequency (%)
https://www.tvmaze.com/episodes/2450906/hocu-vse-znat-2x87-seria-87	1	0.6%
https://www.tvmaze.com/episodes/2433630/zamerzsie-1x05-seria-5	1	0.6%
https://www.tvmaze.com/episodes/2476693/neizvestnoe-budusee-1x01-seria-1	1	0.6%
https://www.tvmaze.com/episodes/2438114/restoran-po-ponatiam-2x05-seria-15	1	0.6%
https://www.tvmaze.com/episodes/2438115/restoran-po-ponatiam-2x06-seria-16	1	0.6%
https://www.tvmaze.com/episodes/2413779/alisa-ne-mozet-zdat-1x08-8-seria	1	0.6%
https://www.tvmaze.com/episodes/2323161/zamerzsie-1x01-seria-1	1	0.6%
https://www.tvmaze.com/episodes/2433627/zamerzsie-1x02-seria-2	1	0.6%
https://www.tvmaze.com/episodes/2433628/zamerzsie-1x03-seria-3	1	0.6%
https://www.tvmaze.com/episodes/2433629/zamerzsie-1x04-seria-4	1	0.6%
Other values (161)	161	94.2%

Most occurring characters

Value	Count	Frequency (%)
e	1131	8.4%
-	1016	7.5%
s	872	6.4%
/	855	6.3%
t	801	5.9%
o	720	5.3%
a	594	4.4%
w	579	4.3%
i	540	4.0%
p	499	3.7%
Other values (30)	5916	43.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	9253	68.4%
Decimal Number	1886	13.9%
Other Punctuation	1368	10.1%
Dash Punctuation	1016	7.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1131	12.2%
s	872	9.4%
t	801	8.7%
o	720	7.8%
a	594	6.4%
w	579	6.3%
i	540	5.8%
p	499	5.4%
m	452	4.9%
d	362	3.9%
Other values (16)	2703	29.2%

Decimal Number

Value	Count	Frequency (%)
2	361	19.1%
1	323	17.1%
4	266	14.1%
0	238	12.6%
3	201	10.7%
5	117	6.2%
8	105	5.6%
6	103	5.5%
7	87	4.6%
9	85	4.5%

Other Punctuation

Value	Count	Frequency (%)
/	855	62.5%
.	342	25.0%
:	171	12.5%

Dash Punctuation

Value	Count	Frequency (%)
-	1016	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	9253	68.4%
Common	4270	31.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1131	12.2%
s	872	9.4%
t	801	8.7%
o	720	7.8%
a	594	6.4%
w	579	6.3%
i	540	5.8%
p	499	5.4%
m	452	4.9%
d	362	3.9%
Other values (16)	2703	29.2%

Common

Value	Count	Frequency (%)
-	1016	23.8%
/	855	20.0%
2	361	8.5%
.	342	8.0%
1	323	7.6%
4	266	6.2%
0	238	5.6%
3	201	4.7%
:	171	4.0%
5	117	2.7%
Other values (4)	380	8.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	13523	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	1131	8.4%
-	1016	7.5%
s	872	6.4%
/	855	6.3%
t	801	5.9%
o	720	5.3%
a	594	4.4%
w	579	4.3%
i	540	4.0%
p	499	3.7%
Other values (30)	5916	43.7%

name
Text

Distinct	149
Distinct (%)	87.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Length

Max length	96
Median length	52
Mean length	15.871345
Min length	3

Characters and Unicode

Total characters	2714
Distinct characters	144
Distinct categories	14 ?
Distinct scripts	4 ?
Distinct blocks	7 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	136 ?
Unique (%)	79.5%

Sample

1st row	Серия 87
2nd row	Серия 88
3rd row	Серия 15
4th row	Серия 16
5th row	8 серия

Value	Count	Frequency (%)
episode	31	6.0%
серия	26	5.0%
the	15	2.9%
1	12	2.3%
2	9	1.7%
a	8	1.5%
6	7	1.3%
odcinek	6	1.2%
3	6	1.2%
and	5	1.0%
Other values (339)	395	76.0%

Most occurring characters

Value	Count	Frequency (%)
	349	12.9%
e	214	7.9%
o	157	5.8%
i	120	4.4%
s	119	4.4%
a	109	4.0%
n	98	3.6%
t	90	3.3%
d	86	3.2%
r	73	2.7%
Other values (134)	1299	47.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1752	64.6%
Uppercase Letter	414	15.3%
Space Separator	349	12.9%
Decimal Number	122	4.5%
Other Punctuation	38	1.4%
Other Letter	30	1.1%
Dash Punctuation	2	0.1%
Math Symbol	1	< 0.1%
Close Punctuation	1	< 0.1%
Open Punctuation	1	< 0.1%
Other values (4)	4	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	214	12.2%
o	157	9.0%
i	120	6.8%
s	119	6.8%
a	109	6.2%
n	98	5.6%
t	90	5.1%
d	86	4.9%
r	73	4.2%
p	63	3.6%
Other values (51)	623	35.6%

Uppercase Letter

Value	Count	Frequency (%)
E	55	13.3%
T	38	9.2%
С	30	7.2%
S	23	5.6%
A	21	5.1%
D	20	4.8%
P	18	4.3%
B	18	4.3%
O	18	4.3%
W	15	3.6%
Other values (34)	158	38.2%

Other Letter

Value	Count	Frequency (%)
ا	7	23.3%
ل	7	23.3%
ة	3	10.0%
ح	2	6.7%
ق	2	6.7%
ي	2	6.7%
م	2	6.7%
ن	2	6.7%
ك	1	3.3%
ت	1	3.3%

Decimal Number

Value	Count	Frequency (%)
1	31	25.4%
3	19	15.6%
2	18	14.8%
8	12	9.8%
4	11	9.0%
6	10	8.2%
5	9	7.4%
0	7	5.7%
7	3	2.5%
9	2	1.6%

Other Punctuation

Value	Count	Frequency (%)
.	7	18.4%
'	7	18.4%
?	6	15.8%
,	5	13.2%
"	4	10.5%
:	4	10.5%
!	3	7.9%
¿	1	2.6%
⁉	1	2.6%

Space Separator

Value	Count	Frequency (%)
	349	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Math Symbol

Value	Count	Frequency (%)
\|	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Other Symbol

Value	Count	Frequency (%)
№	1	100.0%

Initial Punctuation

Value	Count	Frequency (%)
«	1	100.0%

Final Punctuation

Value	Count	Frequency (%)
»	1	100.0%

Currency Symbol

Value	Count	Frequency (%)
€	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1842	67.9%
Common	518	19.1%
Cyrillic	324	11.9%
Arabic	30	1.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	214	11.6%
o	157	8.5%
i	120	6.5%
s	119	6.5%
a	109	5.9%
n	98	5.3%
t	90	4.9%
d	86	4.7%
r	73	4.0%
p	63	3.4%
Other values (51)	713	38.7%

Cyrillic

Value	Count	Frequency (%)
и	44	13.6%
е	37	11.4%
р	34	10.5%
С	30	9.3%
я	27	8.3%
о	16	4.9%
а	16	4.9%
с	13	4.0%
т	10	3.1%
д	9	2.8%
Other values (34)	88	27.2%

Common

Value	Count	Frequency (%)
	349	67.4%
1	31	6.0%
3	19	3.7%
2	18	3.5%
8	12	2.3%
4	11	2.1%
6	10	1.9%
5	9	1.7%
.	7	1.4%
'	7	1.4%
Other values (18)	45	8.7%

Arabic

Value	Count	Frequency (%)
ا	7	23.3%
ل	7	23.3%
ة	3	10.0%
ح	2	6.7%
ق	2	6.7%
ي	2	6.7%
م	2	6.7%
ن	2	6.7%
ك	1	3.3%
ت	1	3.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2341	86.3%
Cyrillic	324	11.9%
Arabic	30	1.1%
None	16	0.6%
Letterlike Symbols	1	< 0.1%
Punctuation	1	< 0.1%
Currency Symbols	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	349	14.9%
e	214	9.1%
o	157	6.7%
i	120	5.1%
s	119	5.1%
a	109	4.7%
n	98	4.2%
t	90	3.8%
d	86	3.7%
r	73	3.1%
Other values (64)	926	39.6%

Cyrillic

Value	Count	Frequency (%)
и	44	13.6%
е	37	11.4%
р	34	10.5%
С	30	9.3%
я	27	8.3%
о	16	4.9%
а	16	4.9%
с	13	4.0%
т	10	3.1%
д	9	2.8%
Other values (34)	88	27.2%

Arabic

Value	Count	Frequency (%)
ا	7	23.3%
ل	7	23.3%
ة	3	10.0%
ح	2	6.7%
ق	2	6.7%
ي	2	6.7%
م	2	6.7%
ن	2	6.7%
ك	1	3.3%
ت	1	3.3%

None

Value	Count	Frequency (%)
ä	3	18.8%
ö	2	12.5%
á	2	12.5%
ñ	1	6.2%
í	1	6.2%
¿	1	6.2%
ó	1	6.2%
ã	1	6.2%
ú	1	6.2%
Ä	1	6.2%
Other values (2)	2	12.5%

Letterlike Symbols

Value	Count	Frequency (%)
№	1	100.0%

Punctuation

Value	Count	Frequency (%)
⁉	1	100.0%

Currency Symbols

Value	Count	Frequency (%)
€	1	100.0%

season
Real number (ℝ)

HIGH CORRELATION

Distinct	21
Distinct (%)	12.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	62.017544

Minimum	1
Maximum	2022
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	3
95-th percentile	20.5
Maximum	2022
Range	2021
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	341.19662
Coefficient of variation (CV)	5.5016146
Kurtosis	30.124444
Mean	62.017544
Median Absolute Deviation (MAD)	0
Skewness	5.6359974
Sum	10605
Variance	116415.13
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
1	111	64.9%
2	16	9.4%
3	11	6.4%
2022	5	2.9%
4	5	2.9%
5	4	2.3%
13	2	1.2%
6	2	1.2%
11	2	1.2%
9	2	1.2%
Other values (11)	11	6.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	111	64.9%
2	16	9.4%
3	11	6.4%
4	5	2.9%
5	4	2.3%
6	2	1.2%
7	1	0.6%
8	1	0.6%
9	2	1.2%
10	1	0.6%

Value	Count	Frequency (%)
2022	5	2.9%
39	1	0.6%
28	1	0.6%
23	1	0.6%
22	1	0.6%
19	1	0.6%
17	1	0.6%
16	1	0.6%
13	2	1.2%
12	1	0.6%

number
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	45
Distinct (%)	26.6%
Missing	2
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	18.940828

Minimum	1
Maximum	265
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	6
Q3	12
95-th percentile	88.6
Maximum	265
Range	264
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	39.999361
Coefficient of variation (CV)	2.1118063
Kurtosis	19.074082
Mean	18.940828
Median Absolute Deviation (MAD)	4
Skewness	4.1083447
Sum	3201
Variance	1599.9489
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=45)

Value	Count	Frequency (%)
1	22	12.9%
6	16	9.4%
2	16	9.4%
3	16	9.4%
4	14	8.2%
5	12	7.0%
8	10	5.8%
11	6	3.5%
7	5	2.9%
12	5	2.9%
Other values (35)	47	27.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	22	12.9%
2	16	9.4%
3	16	9.4%
4	14	8.2%
5	12	7.0%
6	16	9.4%
7	5	2.9%
8	10	5.8%
9	1	0.6%
10	4	2.3%

Value	Count	Frequency (%)
265	1	0.6%
240	1	0.6%
238	1	0.6%
152	1	0.6%
138	1	0.6%
116	1	0.6%
115	1	0.6%
96	1	0.6%
89	1	0.6%
88	1	0.6%

type
Categorical

HIGH CORRELATION IMBALANCE

Distinct	3
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

regular	169
significant_special	1
insignificant_special	1

Length

Max length	21
Median length	7
Mean length	7.1520468
Min length	7

Characters and Unicode

Total characters	1223
Distinct characters	14
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	1.2%

Sample

1st row	regular
2nd row	regular
3rd row	regular
4th row	regular
5th row	regular

Common Values

Value	Count	Frequency (%)
regular	169	98.8%
significant_special	1	0.6%
insignificant_special	1	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
regular	169	98.8%
significant_special	1	0.6%
insignificant_special	1	0.6%

Most occurring characters

Value	Count	Frequency (%)
r	338	27.6%
a	173	14.1%
e	171	14.0%
g	171	14.0%
l	171	14.0%
u	169	13.8%
i	9	0.7%
n	5	0.4%
s	4	0.3%
c	4	0.3%
Other values (4)	8	0.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1221	99.8%
Connector Punctuation	2	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	338	27.7%
a	173	14.2%
e	171	14.0%
g	171	14.0%
l	171	14.0%
u	169	13.8%
i	9	0.7%
n	5	0.4%
s	4	0.3%
c	4	0.3%
Other values (3)	6	0.5%

Connector Punctuation

Value	Count	Frequency (%)
_	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1221	99.8%
Common	2	0.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	338	27.7%
a	173	14.2%
e	171	14.0%
g	171	14.0%
l	171	14.0%
u	169	13.8%
i	9	0.7%
n	5	0.4%
s	4	0.3%
c	4	0.3%
Other values (3)	6	0.5%

Common

Value	Count	Frequency (%)
_	2	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1223	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	338	27.6%
a	173	14.1%
e	171	14.0%
g	171	14.0%
l	171	14.0%
u	169	13.8%
i	9	0.7%
n	5	0.4%
s	4	0.3%
c	4	0.3%
Other values (4)	8	0.7%

airdate
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

2022-12-01	171

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	1710
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2022-12-01
2nd row	2022-12-01
3rd row	2022-12-01
4th row	2022-12-01
5th row	2022-12-01

Common Values

Value	Count	Frequency (%)
2022-12-01	171	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2022-12-01	171	100.0%

Most occurring characters

Value	Count	Frequency (%)
2	684	40.0%
0	342	20.0%
-	342	20.0%
1	342	20.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1368	80.0%
Dash Punctuation	342	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	684	50.0%
0	342	25.0%
1	342	25.0%

Dash Punctuation

Value	Count	Frequency (%)
-	342	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1710	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	684	40.0%
0	342	20.0%
-	342	20.0%
1	342	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1710	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	684	40.0%
0	342	20.0%
-	342	20.0%
1	342	20.0%

airtime
Categorical

HIGH CORRELATION IMBALANCE

Distinct	19
Distinct (%)	11.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

	131
06:00	11
12:00	5
22:00	3
10:00	3
Other values (14)	18

Length

Max length	5
Median length	0
Mean length	1.1695906
Min length	0

Characters and Unicode

Total characters	200
Distinct characters	10
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	11 ?
Unique (%)	6.4%

Sample

1st row
2nd row
3rd row
4th row
5th row	12:00

Common Values

Value	Count	Frequency (%)
	131	76.6%
06:00	11	6.4%
12:00	5	2.9%
22:00	3	1.8%
10:00	3	1.8%
00:00	3	1.8%
17:35	2	1.2%
19:00	2	1.2%
20:30	1	0.6%
11:00	1	0.6%
Other values (9)	9	5.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
06:00	11	27.5%
12:00	5	12.5%
22:00	3	7.5%
10:00	3	7.5%
00:00	3	7.5%
17:35	2	5.0%
19:00	2	5.0%
21:00	1	2.5%
19:30	1	2.5%
19:25	1	2.5%
Other values (8)	8	20.0%

Most occurring characters

Value	Count	Frequency (%)
0	89	44.5%
:	40	20.0%
1	21	10.5%
2	16	8.0%
6	11	5.5%
5	7	3.5%
9	6	3.0%
3	5	2.5%
7	4	2.0%
8	1	0.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	160	80.0%
Other Punctuation	40	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	89	55.6%
1	21	13.1%
2	16	10.0%
6	11	6.9%
5	7	4.4%
9	6	3.8%
3	5	3.1%
7	4	2.5%
8	1	0.6%

Other Punctuation

Value	Count	Frequency (%)
:	40	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	200	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	89	44.5%
:	40	20.0%
1	21	10.5%
2	16	8.0%
6	11	5.5%
5	7	3.5%
9	6	3.0%
3	5	2.5%
7	4	2.0%
8	1	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	200	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	89	44.5%
:	40	20.0%
1	21	10.5%
2	16	8.0%
6	11	5.5%
5	7	3.5%
9	6	3.0%
3	5	2.5%
7	4	2.0%
8	1	0.5%

airstamp
Categorical

HIGH CORRELATION

Distinct	26
Distinct (%)	15.2%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

2022-12-01T12:00:00+00:00	69
2022-12-01T00:00:00+00:00	24
2022-12-01T17:00:00+00:00	14
2022-12-01T06:00:00+00:00	9
2022-12-01T01:00:00+00:00	8
Other values (21)	47

Length

Max length	25
Median length	25
Mean length	25
Min length	25

Characters and Unicode

Total characters	4275
Distinct characters	13
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	13 ?
Unique (%)	7.6%

Sample

1st row	2022-12-01T00:00:00+00:00
2nd row	2022-12-01T00:00:00+00:00
3rd row	2022-12-01T00:00:00+00:00
4th row	2022-12-01T00:00:00+00:00
5th row	2022-12-01T00:00:00+00:00

Common Values

Value	Count	Frequency (%)
2022-12-01T12:00:00+00:00	69	40.4%
2022-12-01T00:00:00+00:00	24	14.0%
2022-12-01T17:00:00+00:00	14	8.2%
2022-12-01T06:00:00+00:00	9	5.3%
2022-12-01T01:00:00+00:00	8	4.7%
2022-12-01T11:00:00+00:00	8	4.7%
2022-12-01T04:00:00+00:00	7	4.1%
2022-12-01T03:00:00+00:00	5	2.9%
2022-12-01T16:00:00+00:00	4	2.3%
2022-12-01T02:00:00+00:00	3	1.8%
Other values (16)	20	11.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2022-12-01t12:00:00+00:00	69	40.4%
2022-12-01t00:00:00+00:00	24	14.0%
2022-12-01t17:00:00+00:00	14	8.2%
2022-12-01t06:00:00+00:00	9	5.3%
2022-12-01t01:00:00+00:00	8	4.7%
2022-12-01t11:00:00+00:00	8	4.7%
2022-12-01t04:00:00+00:00	7	4.1%
2022-12-01t03:00:00+00:00	5	2.9%
2022-12-01t16:00:00+00:00	4	2.3%
2022-12-02t00:00:00+00:00	3	1.8%
Other values (16)	20	11.7%

Most occurring characters

Value	Count	Frequency (%)
0	1793	41.9%
2	764	17.9%
:	513	12.0%
1	458	10.7%
-	342	8.0%
T	171	4.0%
+	171	4.0%
7	15	0.4%
6	14	0.3%
3	13	0.3%
Other values (3)	21	0.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3078	72.0%
Other Punctuation	513	12.0%
Dash Punctuation	342	8.0%
Uppercase Letter	171	4.0%
Math Symbol	171	4.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1793	58.3%
2	764	24.8%
1	458	14.9%
7	15	0.5%
6	14	0.5%
3	13	0.4%
5	11	0.4%
4	7	0.2%
8	3	0.1%

Other Punctuation

Value	Count	Frequency (%)
:	513	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	342	100.0%

Uppercase Letter

Value	Count	Frequency (%)
T	171	100.0%

Math Symbol

Value	Count	Frequency (%)
+	171	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4104	96.0%
Latin	171	4.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1793	43.7%
2	764	18.6%
:	513	12.5%
1	458	11.2%
-	342	8.3%
+	171	4.2%
7	15	0.4%
6	14	0.3%
3	13	0.3%
5	11	0.3%
Other values (2)	10	0.2%

Latin

Value	Count	Frequency (%)
T	171	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4275	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1793	41.9%
2	764	17.9%
:	513	12.0%
1	458	10.7%
-	342	8.0%
T	171	4.0%
+	171	4.0%
7	15	0.4%
6	14	0.3%
3	13	0.3%
Other values (3)	21	0.5%

runtime
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	52
Distinct (%)	32.5%
Missing	11
Missing (%)	6.4%
Infinite	0
Infinite (%)	0.0%
Mean	36.50625

Minimum	2
Maximum	240
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 KiB

Quantile statistics

Minimum	2
5-th percentile	10
Q1	23
median	31
Q3	47
95-th percentile	60
Maximum	240
Range	238
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	25.956664
Coefficient of variation (CV)	0.71101972
Kurtosis	28.746689
Mean	36.50625
Median Absolute Deviation (MAD)	13
Skewness	4.2821136
Sum	5841
Variance	673.74839
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25	12	7.0%
50	11	6.4%
30	10	5.8%
44	7	4.1%
49	7	4.1%
45	7	4.1%
22	7	4.1%
10	6	3.5%
15	5	2.9%
20	5	2.9%
Other values (42)	83	48.5%
(Missing)	11	6.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	2	1.2%
4	1	0.6%
5	1	0.6%
7	1	0.6%
10	6	3.5%
11	1	0.6%
12	3	1.8%
14	1	0.6%
15	5	2.9%
16	1	0.6%

Value	Count	Frequency (%)
240	1	0.6%
180	1	0.6%
121	1	0.6%
73	1	0.6%
69	2	1.2%
60	4	2.3%
59	1	0.6%
58	3	1.8%
57	3	1.8%
54	1	0.6%

rating_average
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	171
Missing (%)	100.0%
Memory size	1.5 KiB

medium
Text

MISSING

Distinct	80
Distinct (%)	100.0%
Missing	91
Missing (%)	53.2%
Memory size	1.5 KiB

Length

Max length	73
Median length	73
Mean length	73
Min length	73

Characters and Unicode

Total characters	5840
Distinct characters	32
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	80 ?
Unique (%)	100.0%

Sample

1st row	https://static.tvmaze.com/uploads/images/medium_landscape/432/1081693.jpg
2nd row	https://static.tvmaze.com/uploads/images/medium_landscape/433/1084040.jpg
3rd row	https://static.tvmaze.com/uploads/images/medium_landscape/433/1084095.jpg
4th row	https://static.tvmaze.com/uploads/images/medium_landscape/433/1082878.jpg
5th row	https://static.tvmaze.com/uploads/images/medium_landscape/433/1084090.jpg

Value	Count	Frequency (%)
https://static.tvmaze.com/uploads/images/medium_landscape/432/1081736.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/medium_landscape/434/1085583.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/medium_landscape/433/1084040.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/medium_landscape/433/1084095.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/medium_landscape/433/1082878.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/medium_landscape/433/1084090.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/medium_landscape/433/1084089.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/medium_landscape/433/1082867.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/medium_landscape/433/1084088.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/medium_landscape/433/1082868.jpg	1	1.2%
Other values (70)	70	87.5%

Most occurring characters

Value	Count	Frequency (%)
/	560	9.6%
a	480	8.2%
t	400	6.8%
s	400	6.8%
m	400	6.8%
p	320	5.5%
e	320	5.5%
.	240	4.1%
c	240	4.1%
d	240	4.1%
Other values (22)	2240	38.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4080	69.9%
Other Punctuation	880	15.1%
Decimal Number	800	13.7%
Connector Punctuation	80	1.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	480	11.8%
t	400	9.8%
s	400	9.8%
m	400	9.8%
p	320	7.8%
e	320	7.8%
c	240	5.9%
d	240	5.9%
i	240	5.9%
g	160	3.9%
Other values (8)	880	21.6%

Decimal Number

Value	Count	Frequency (%)
4	137	17.1%
1	135	16.9%
3	112	14.0%
0	105	13.1%
8	90	11.2%
9	61	7.6%
2	51	6.4%
5	44	5.5%
7	35	4.4%
6	30	3.8%

Other Punctuation

Value	Count	Frequency (%)
/	560	63.6%
.	240	27.3%
:	80	9.1%

Connector Punctuation

Value	Count	Frequency (%)
_	80	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4080	69.9%
Common	1760	30.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	480	11.8%
t	400	9.8%
s	400	9.8%
m	400	9.8%
p	320	7.8%
e	320	7.8%
c	240	5.9%
d	240	5.9%
i	240	5.9%
g	160	3.9%
Other values (8)	880	21.6%

Common

Value	Count	Frequency (%)
/	560	31.8%
.	240	13.6%
4	137	7.8%
1	135	7.7%
3	112	6.4%
0	105	6.0%
8	90	5.1%
_	80	4.5%
:	80	4.5%
9	61	3.5%
Other values (4)	160	9.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5840	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	560	9.6%
a	480	8.2%
t	400	6.8%
s	400	6.8%
m	400	6.8%
p	320	5.5%
e	320	5.5%
.	240	4.1%
c	240	4.1%
d	240	4.1%
Other values (22)	2240	38.4%

original
Text

MISSING

Distinct	80
Distinct (%)	100.0%
Missing	91
Missing (%)	53.2%
Memory size	1.5 KiB

Length

Max length	75
Median length	75
Mean length	75
Min length	75

Characters and Unicode

Total characters	6000
Distinct characters	33
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	80 ?
Unique (%)	100.0%

Sample

1st row	https://static.tvmaze.com/uploads/images/original_untouched/432/1081693.jpg
2nd row	https://static.tvmaze.com/uploads/images/original_untouched/433/1084040.jpg
3rd row	https://static.tvmaze.com/uploads/images/original_untouched/433/1084095.jpg
4th row	https://static.tvmaze.com/uploads/images/original_untouched/433/1082878.jpg
5th row	https://static.tvmaze.com/uploads/images/original_untouched/433/1084090.jpg

Value	Count	Frequency (%)
https://static.tvmaze.com/uploads/images/original_untouched/432/1081736.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/original_untouched/434/1085583.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/original_untouched/433/1084040.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/original_untouched/433/1084095.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/original_untouched/433/1082878.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/original_untouched/433/1084090.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/original_untouched/433/1084089.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/original_untouched/433/1082867.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/original_untouched/433/1084088.jpg	1	1.2%
https://static.tvmaze.com/uploads/images/original_untouched/433/1082868.jpg	1	1.2%
Other values (70)	70	87.5%

Most occurring characters

Value	Count	Frequency (%)
/	560	9.3%
t	480	8.0%
a	400	6.7%
s	320	5.3%
i	320	5.3%
o	320	5.3%
p	240	4.0%
c	240	4.0%
.	240	4.0%
g	240	4.0%
Other values (23)	2640	44.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4240	70.7%
Other Punctuation	880	14.7%
Decimal Number	800	13.3%
Connector Punctuation	80	1.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	480	11.3%
a	400	9.4%
s	320	7.5%
i	320	7.5%
o	320	7.5%
p	240	5.7%
c	240	5.7%
g	240	5.7%
m	240	5.7%
e	240	5.7%
Other values (9)	1200	28.3%

Decimal Number

Value	Count	Frequency (%)
4	137	17.1%
1	135	16.9%
3	112	14.0%
0	105	13.1%
8	90	11.2%
9	61	7.6%
2	51	6.4%
5	44	5.5%
7	35	4.4%
6	30	3.8%

Other Punctuation

Value	Count	Frequency (%)
/	560	63.6%
.	240	27.3%
:	80	9.1%

Connector Punctuation

Value	Count	Frequency (%)
_	80	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4240	70.7%
Common	1760	29.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	480	11.3%
a	400	9.4%
s	320	7.5%
i	320	7.5%
o	320	7.5%
p	240	5.7%
c	240	5.7%
g	240	5.7%
m	240	5.7%
e	240	5.7%
Other values (9)	1200	28.3%

Common

Value	Count	Frequency (%)
/	560	31.8%
.	240	13.6%
4	137	7.8%
1	135	7.7%
3	112	6.4%
0	105	6.0%
8	90	5.1%
:	80	4.5%
_	80	4.5%
9	61	3.5%
Other values (4)	160	9.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	560	9.3%
t	480	8.0%
a	400	6.7%
s	320	5.3%
i	320	5.3%
o	320	5.3%
p	240	4.0%
c	240	4.0%
.	240	4.0%
g	240	4.0%
Other values (23)	2640	44.0%

_links_self
Text

UNIQUE

Distinct	171
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Length

Max length	39
Median length	39
Mean length	39
Min length	39

Characters and Unicode

Total characters	6669
Distinct characters	26
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	171 ?
Unique (%)	100.0%

Sample

1st row	https://api.tvmaze.com/episodes/2450906
2nd row	https://api.tvmaze.com/episodes/2450907
3rd row	https://api.tvmaze.com/episodes/2438114
4th row	https://api.tvmaze.com/episodes/2438115
5th row	https://api.tvmaze.com/episodes/2413779

Value	Count	Frequency (%)
https://api.tvmaze.com/episodes/2450906	1	0.6%
https://api.tvmaze.com/episodes/2433630	1	0.6%
https://api.tvmaze.com/episodes/2476693	1	0.6%
https://api.tvmaze.com/episodes/2438114	1	0.6%
https://api.tvmaze.com/episodes/2438115	1	0.6%
https://api.tvmaze.com/episodes/2413779	1	0.6%
https://api.tvmaze.com/episodes/2323161	1	0.6%
https://api.tvmaze.com/episodes/2433627	1	0.6%
https://api.tvmaze.com/episodes/2433628	1	0.6%
https://api.tvmaze.com/episodes/2433629	1	0.6%
Other values (161)	161	94.2%

Most occurring characters

Value	Count	Frequency (%)
/	684	10.3%
p	513	7.7%
s	513	7.7%
e	513	7.7%
t	513	7.7%
o	342	5.1%
a	342	5.1%
i	342	5.1%
.	342	5.1%
m	342	5.1%
Other values (16)	2223	33.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4275	64.1%
Other Punctuation	1197	17.9%
Decimal Number	1197	17.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
p	513	12.0%
s	513	12.0%
e	513	12.0%
t	513	12.0%
o	342	8.0%
a	342	8.0%
i	342	8.0%
m	342	8.0%
h	171	4.0%
d	171	4.0%
Other values (3)	513	12.0%

Decimal Number

Value	Count	Frequency (%)
2	271	22.6%
4	223	18.6%
3	134	11.2%
0	98	8.2%
1	97	8.1%
5	84	7.0%
7	76	6.3%
9	74	6.2%
6	71	5.9%
8	69	5.8%

Other Punctuation

Value	Count	Frequency (%)
/	684	57.1%
.	342	28.6%
:	171	14.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4275	64.1%
Common	2394	35.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
/	684	28.6%
.	342	14.3%
2	271	11.3%
4	223	9.3%
:	171	7.1%
3	134	5.6%
0	98	4.1%
1	97	4.1%
5	84	3.5%
7	76	3.2%
Other values (3)	214	8.9%

Latin

Value	Count	Frequency (%)
p	513	12.0%
s	513	12.0%
e	513	12.0%
t	513	12.0%
o	342	8.0%
a	342	8.0%
i	342	8.0%
m	342	8.0%
h	171	4.0%
d	171	4.0%
Other values (3)	513	12.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6669	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	684	10.3%
p	513	7.7%
s	513	7.7%
e	513	7.7%
t	513	7.7%
o	342	5.1%
a	342	5.1%
i	342	5.1%
.	342	5.1%
m	342	5.1%
Other values (16)	2223	33.3%

_links_show
Text

Distinct	110
Distinct (%)	64.3%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

Length

Max length	34
Median length	34
Mean length	33.964912
Min length	31

Characters and Unicode

Total characters	5808
Distinct characters	26
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	83 ?
Unique (%)	48.5%

Sample

1st row	https://api.tvmaze.com/shows/55724
2nd row	https://api.tvmaze.com/shows/55724
3rd row	https://api.tvmaze.com/shows/59201
4th row	https://api.tvmaze.com/shows/59201
5th row	https://api.tvmaze.com/shows/60687

Value	Count	Frequency (%)
https://api.tvmaze.com/shows/64860	8	4.7%
https://api.tvmaze.com/shows/61880	7	4.1%
https://api.tvmaze.com/shows/65188	6	3.5%
https://api.tvmaze.com/shows/65365	6	3.5%
https://api.tvmaze.com/shows/60736	6	3.5%
https://api.tvmaze.com/shows/66150	5	2.9%
https://api.tvmaze.com/shows/66583	5	2.9%
https://api.tvmaze.com/shows/65911	4	2.3%
https://api.tvmaze.com/shows/67168	3	1.8%
https://api.tvmaze.com/shows/47633	3	1.8%
Other values (100)	118	69.0%

Most occurring characters

Value	Count	Frequency (%)
/	684	11.8%
s	513	8.8%
t	513	8.8%
h	342	5.9%
p	342	5.9%
a	342	5.9%
.	342	5.9%
o	342	5.9%
m	342	5.9%
6	202	3.5%
Other values (16)	1844	31.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3762	64.8%
Other Punctuation	1197	20.6%
Decimal Number	849	14.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	513	13.6%
t	513	13.6%
h	342	9.1%
p	342	9.1%
a	342	9.1%
o	342	9.1%
m	342	9.1%
e	171	4.5%
w	171	4.5%
c	171	4.5%
Other values (3)	513	13.6%

Decimal Number

Value	Count	Frequency (%)
6	202	23.8%
5	101	11.9%
4	95	11.2%
1	87	10.2%
8	82	9.7%
3	69	8.1%
0	62	7.3%
2	62	7.3%
7	47	5.5%
9	42	4.9%

Other Punctuation

Value	Count	Frequency (%)
/	684	57.1%
.	342	28.6%
:	171	14.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3762	64.8%
Common	2046	35.2%

Most frequent character per script

Common

Value	Count	Frequency (%)
/	684	33.4%
.	342	16.7%
6	202	9.9%
:	171	8.4%
5	101	4.9%
4	95	4.6%
1	87	4.3%
8	82	4.0%
3	69	3.4%
0	62	3.0%
Other values (3)	151	7.4%

Latin

Value	Count	Frequency (%)
s	513	13.6%
t	513	13.6%
h	342	9.1%
p	342	9.1%
a	342	9.1%
o	342	9.1%
m	342	9.1%
e	171	4.5%
w	171	4.5%
c	171	4.5%
Other values (3)	513	13.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5808	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	684	11.8%
s	513	8.8%
t	513	8.8%
h	342	5.9%
p	342	5.9%
a	342	5.9%
.	342	5.9%
o	342	5.9%
m	342	5.9%
6	202	3.5%
Other values (16)	1844	31.7%

summary
Text

MISSING

Distinct	79
Distinct (%)	100.0%
Missing	92
Missing (%)	53.8%
Memory size	1.5 KiB

Length

Max length	512
Median length	191
Mean length	188.82278
Min length	40

Characters and Unicode

Total characters	14917
Distinct characters	78
Distinct categories	10 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	79 ?
Unique (%)	100.0%

Sample

1st row	<p>Gordon's day goes from bad to worse when, distracted by the impulsive actions of an attractive stranger, Ashley, he accidentally hits a stray dog with his car.</p>
2nd row	<p>When Ashley makes a mess in Gordon's sock drawer, she makes an impromptu trip to Costco with Colin, Megan and her mother, to buy Gordon some new furniture.</p>
3rd row	<p>Gordon accidentally sends Ashley a dick pic and chases her from a garage sale to a death bed to try and delete it.</p>
4th row	<p>Ash and Gordon's awkward sexual encounter causes them to drift apart.</p>
5th row	<p>The Echo Park gang are impressed when Ashley takes charge during a power outage.</p>

Value	Count	Frequency (%)
the	106	4.3%
to	102	4.1%
a	86	3.5%
and	83	3.3%
in	63	2.5%
of	51	2.1%
her	36	1.4%
with	25	1.0%
she	22	0.9%
is	22	0.9%
Other values (1183)	1888	76.0%

Most occurring characters

Value	Count	Frequency (%)
	2403	16.1%
e	1350	9.1%
a	972	6.5%
t	970	6.5%
n	849	5.7%
o	837	5.6%
s	830	5.6%
i	816	5.5%
r	706	4.7%
h	551	3.7%
Other values (68)	4633	31.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	11230	75.3%
Space Separator	2405	16.1%
Uppercase Letter	480	3.2%
Other Punctuation	428	2.9%
Math Symbol	324	2.2%
Dash Punctuation	27	0.2%
Decimal Number	17	0.1%
Close Punctuation	2	< 0.1%
Initial Punctuation	2	< 0.1%
Open Punctuation	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	1350	12.0%
a	972	8.7%
t	970	8.6%
n	849	7.6%
o	837	7.5%
s	830	7.4%
i	816	7.3%
r	706	6.3%
h	551	4.9%
l	430	3.8%
Other values (17)	2919	26.0%

Uppercase Letter

Value	Count	Frequency (%)
A	56	11.7%
T	47	9.8%
S	42	8.8%
L	39	8.1%
C	35	7.3%
B	24	5.0%
M	23	4.8%
W	23	4.8%
J	22	4.6%
G	22	4.6%
Other values (14)	147	30.6%

Other Punctuation

Value	Count	Frequency (%)
.	159	37.1%
,	114	26.6%
/	82	19.2%
'	55	12.9%
"	8	1.9%
!	4	0.9%
?	3	0.7%
;	1	0.2%
:	1	0.2%
…	1	0.2%

Decimal Number

Value	Count	Frequency (%)
2	6	35.3%
6	2	11.8%
0	2	11.8%
9	2	11.8%
4	2	11.8%
1	2	11.8%
3	1	5.9%

Dash Punctuation

Value	Count	Frequency (%)
-	21	77.8%
–	4	14.8%
—	2	7.4%

Space Separator

Value	Count	Frequency (%)
	2403	99.9%
	2	0.1%

Math Symbol

Value	Count	Frequency (%)
<	162	50.0%
>	162	50.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Initial Punctuation

Value	Count	Frequency (%)
‘	2	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	11710	78.5%
Common	3207	21.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	1350	11.5%
a	972	8.3%
t	970	8.3%
n	849	7.3%
o	837	7.1%
s	830	7.1%
i	816	7.0%
r	706	6.0%
h	551	4.7%
l	430	3.7%
Other values (41)	3399	29.0%

Common

Value	Count	Frequency (%)
	2403	74.9%
<	162	5.1%
>	162	5.1%
.	159	5.0%
,	114	3.6%
/	82	2.6%
'	55	1.7%
-	21	0.7%
"	8	0.2%
2	6	0.2%
Other values (17)	35	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	14904	99.9%
Punctuation	9	0.1%
None	4	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2403	16.1%
e	1350	9.1%
a	972	6.5%
t	970	6.5%
n	849	5.7%
o	837	5.6%
s	830	5.6%
i	816	5.5%
r	706	4.7%
h	551	3.7%
Other values (62)	4620	31.0%

Punctuation

Value	Count	Frequency (%)
–	4	44.4%
—	2	22.2%
‘	2	22.2%
…	1	11.1%

None

Value	Count	Frequency (%)
ñ	2	50.0%
	2	50.0%

Auto

Heatmap
Table

	id	id_embedded	season	number	runtime	type	airtime	airstamp
id	1.000	0.383	0.047	0.114	-0.370	0.000	0.000	0.221
id_embedded	0.383	1.000	-0.702	-0.387	-0.217	0.408	0.406	0.375
season	0.047	-0.702	1.000	0.394	-0.000	0.000	0.309	0.278
number	0.114	-0.387	0.394	1.000	-0.321	1.000	0.512	0.527
runtime	-0.370	-0.217	-0.000	-0.321	1.000	0.700	0.000	0.409
type	0.000	0.408	0.000	1.000	0.700	1.000	0.246	0.149
airtime	0.000	0.406	0.309	0.512	0.000	0.246	1.000	0.871
airstamp	0.221	0.375	0.278	0.527	0.409	0.149	0.871	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	id	id_embedded	url	name	season	number	type	airdate	airtime	airstamp	runtime	rating_average	medium	original	_links_self	_links_show	summary
0	2450906	55724	https://www.tvmaze.com/episodes/2450906/hocu-vse-znat-2x87-seria-87	Серия 87	2	87.0	regular	2022-12-01		2022-12-01T00:00:00+00:00	12.0	None	None	None	https://api.tvmaze.com/episodes/2450906	https://api.tvmaze.com/shows/55724	None
1	2450907	55724	https://www.tvmaze.com/episodes/2450907/hocu-vse-znat-2x88-seria-88	Серия 88	2	88.0	regular	2022-12-01		2022-12-01T00:00:00+00:00	12.0	None	None	None	https://api.tvmaze.com/episodes/2450907	https://api.tvmaze.com/shows/55724	None
2	2438114	59201	https://www.tvmaze.com/episodes/2438114/restoran-po-ponatiam-2x05-seria-15	Серия 15	2	5.0	regular	2022-12-01		2022-12-01T00:00:00+00:00	30.0	None	None	None	https://api.tvmaze.com/episodes/2438114	https://api.tvmaze.com/shows/59201	None
3	2438115	59201	https://www.tvmaze.com/episodes/2438115/restoran-po-ponatiam-2x06-seria-16	Серия 16	2	6.0	regular	2022-12-01		2022-12-01T00:00:00+00:00	30.0	None	None	None	https://api.tvmaze.com/episodes/2438115	https://api.tvmaze.com/shows/59201	None
4	2413779	60687	https://www.tvmaze.com/episodes/2413779/alisa-ne-mozet-zdat-1x08-8-seria	8 серия	1	8.0	regular	2022-12-01	12:00	2022-12-01T00:00:00+00:00	45.0	None	None	None	https://api.tvmaze.com/episodes/2413779	https://api.tvmaze.com/shows/60687	None
5	2323161	61880	https://www.tvmaze.com/episodes/2323161/zamerzsie-1x01-seria-1	Серия 1	1	1.0	regular	2022-12-01		2022-12-01T00:00:00+00:00	50.0	None	None	None	https://api.tvmaze.com/episodes/2323161	https://api.tvmaze.com/shows/61880	None
6	2433627	61880	https://www.tvmaze.com/episodes/2433627/zamerzsie-1x02-seria-2	Серия 2	1	2.0	regular	2022-12-01		2022-12-01T00:00:00+00:00	50.0	None	None	None	https://api.tvmaze.com/episodes/2433627	https://api.tvmaze.com/shows/61880	None
7	2433628	61880	https://www.tvmaze.com/episodes/2433628/zamerzsie-1x03-seria-3	Серия 3	1	3.0	regular	2022-12-01		2022-12-01T00:00:00+00:00	50.0	None	None	None	https://api.tvmaze.com/episodes/2433628	https://api.tvmaze.com/shows/61880	None
8	2433629	61880	https://www.tvmaze.com/episodes/2433629/zamerzsie-1x04-seria-4	Серия 4	1	4.0	regular	2022-12-01		2022-12-01T00:00:00+00:00	50.0	None	None	None	https://api.tvmaze.com/episodes/2433629	https://api.tvmaze.com/shows/61880	None
9	2433630	61880	https://www.tvmaze.com/episodes/2433630/zamerzsie-1x05-seria-5	Серия 5	1	5.0	regular	2022-12-01		2022-12-01T00:00:00+00:00	50.0	None	None	None	https://api.tvmaze.com/episodes/2433630	https://api.tvmaze.com/shows/61880	None

	id	id_embedded	url	name	season	number	type	airdate	airtime	airstamp	runtime	rating_average	medium	original	_links_self	_links_show	summary
161	2466450	66309	https://www.tvmaze.com/episodes/2466450/la-rebelion-1x04-secreto-descubierto	Secreto descubierto	1	4.0	regular	2022-12-01		2022-12-01T17:00:00+00:00	39.0	None	https://static.tvmaze.com/uploads/images/medium_landscape/441/1102948.jpg	https://static.tvmaze.com/uploads/images/original_untouched/441/1102948.jpg	https://api.tvmaze.com/episodes/2466450	https://api.tvmaze.com/shows/66309	<p>They all discover Yvonne's secret and discuss what to do about it. Raymundo and Mauricio begin to approach the place where the 4 friends are hiding. Regina and Diego rush to find them first to warn them.</p>
162	2493865	67082	https://www.tvmaze.com/episodes/2493865/inside-monster-jam-1x14-krysten-and-weston-anderson	Krysten and Weston Anderson	1	14.0	regular	2022-12-01		2022-12-01T17:00:00+00:00	42.0	None	None	None	https://api.tvmaze.com/episodes/2493865	https://api.tvmaze.com/shows/67082	<p>Monster Jam athletes and siblings Krysten and Weston Anderson stop by on "Inside Monster Jam" to discuss life growing up in the Anderson household.</p>
163	2459839	62205	https://www.tvmaze.com/episodes/2459839/bachelorette-sverige-3x12-avsnitt-12	Avsnitt 12	3	12.0	regular	2022-12-01	19:00	2022-12-01T18:00:00+00:00	60.0	None	None	None	https://api.tvmaze.com/episodes/2459839	https://api.tvmaze.com/shows/62205	None
164	2430343	17046	https://www.tvmaze.com/episodes/2430343/notruf-hafenkante-17x11-recht-und-unrecht	Recht und Unrecht	17	11.0	regular	2022-12-01	19:25	2022-12-01T18:25:00+00:00	45.0	None	None	None	https://api.tvmaze.com/episodes/2430343	https://api.tvmaze.com/shows/17046	None
165	2419352	58216	https://www.tvmaze.com/episodes/2419352/husdrommar-sicilien-3x06-detta-ar-battre-an-mogel-i-varje-fall	Detta är bättre än mögel i varje fall	3	6.0	regular	2022-12-01	21:00	2022-12-01T20:00:00+00:00	30.0	None	https://static.tvmaze.com/uploads/images/medium_landscape/432/1081656.jpg	https://static.tvmaze.com/uploads/images/original_untouched/432/1081656.jpg	https://api.tvmaze.com/episodes/2419352	https://api.tvmaze.com/shows/58216	None
166	2501911	6220	https://www.tvmaze.com/episodes/2501911/infoman-23x11-episode-11	Episode 11	23	11.0	regular	2022-12-01	19:30	2022-12-01T23:30:00+00:00	30.0	None	None	None	https://api.tvmaze.com/episodes/2501911	https://api.tvmaze.com/shows/6220	None
167	2434905	26341	https://www.tvmaze.com/episodes/2434905/puppy-dog-pals-5x33-wrap-party-pups	Wrap Party Pups	5	33.0	regular	2022-12-01	19:00	2022-12-02T00:00:00+00:00	15.0	None	None	None	https://api.tvmaze.com/episodes/2434905	https://api.tvmaze.com/shows/26341	<p>The pets go on a mission to find Grace's gift before she needs to swap presents.</p>
168	2436366	39145	https://www.tvmaze.com/episodes/2436366/de-ferias-com-o-ex-brasil-9x06-episodio-6	Episódio 6	9	6.0	regular	2022-12-01	22:00	2022-12-02T00:00:00+00:00	60.0	None	None	None	https://api.tvmaze.com/episodes/2436366	https://api.tvmaze.com/shows/39145	None
169	2439198	39145	https://www.tvmaze.com/episodes/2439198/de-ferias-com-o-ex-brasil-s09-special-no-estudio-com-o-ex-caribe-s02e06	No Estúdio com o Ex Caribe S02E06	9	NaN	insignificant_special	2022-12-01	22:00	2022-12-02T00:00:00+00:00	60.0	None	None	None	https://api.tvmaze.com/episodes/2439198	https://api.tvmaze.com/shows/39145	None
170	2434906	26341	https://www.tvmaze.com/episodes/2434906/puppy-dog-pals-5x34-fixing-santas-sleigh	Fixing Santa's Sleigh	5	34.0	regular	2022-12-01	19:15	2022-12-02T00:15:00+00:00	15.0	None	None	None	https://api.tvmaze.com/episodes/2434906	https://api.tvmaze.com/shows/26341	<p>When Santa's sleigh breaks down mid-delivery, the pets make it their mission to fix it.</p>

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Decimal Number

Other Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Math Symbol

Close Punctuation

Open Punctuation

Other Symbol

Initial Punctuation

Final Punctuation

Currency Symbol

Most occurring scripts

Most frequent character per script

Latin

Cyrillic

Common

Arabic

Most occurring blocks

Most frequent character per block

ASCII

Cyrillic

Arabic

None

Letterlike Symbols

Punctuation

Currency Symbols

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Connector Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters